Lifetime listening audit
7,270hours14,485sessions29,655tracks12,096artists
The graph includes the full track library. The top 220 add modeled relationships; lower-play tracks retain exact aggregate listening details.
Engagement colorsSought & finishedEngagedSteady / passiveOccasionalSkipped fastdot color = engagementsofter = fewer playssize = play count
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Private Spotify export · raw rows and sensitive fields stay out of the browser bundle
Overview · Lisa
Lisa's listening becomes a taste dataset.
Direct vs shuffle signals
Direct starts25% · hand-picked or remote-started
Shuffle exposure50% · supplied or randomized flow
Skip signal34% · rejected or ended early
Exploration density19% · distinct tracks per meaningful play
Top contexts
44%daytime31%evening19%morning5%late nightMost common sourced BPM
100–119BPM range20 sourced tracks
36% of tracks with accepted BPM records
Grouped in 20-BPM bands across 56 accepted detailed-track records. No inferred values.Most common sourced key
F minor8 sourced tracks
14% of tracks with accepted key records
Provider-reported GetSongBPM records only. Missing and unresolved tracks stay excluded.2011-2013
Opening archive
- Hours
- 935
- Tracks
- 2,905
- Night share
- 2%
- Direct starts
- 2%
2014-2016
Discovery engine
- Hours
- 813
- Tracks
- 3,931
- Night share
- 4%
- Direct starts
- 26%
2017-2019
Comfort radius
- Hours
- 1,447
- Tracks
- 7,145
- Night share
- 3%
- Direct starts
- 29%
2020-2026
Rediscovery period
- Hours
- 4,074
- Tracks
- 17,647
- Night share
- 7%
- Direct starts
- 27%
The private lab
Bring your history.
Keep your history.
Your files are read locally inside this browser tab. They are never sent to this site, stored in an account, or used to train anything.
- 01Select extended-history JSON files
- 02Receive a private first-pass audit
- 03Build your real constellation, same as the demo profiles
- 04Refresh to erase it from memory
Coming soonThe private import lab is being polished. Check back soon to build your own constellation.
Built around three promises
Evidence over vibes
Every connection can explain what supports it.
Private by default
Personal source files stay on your device.
Private source data
The deployed map uses compact derived aggregates, not raw Spotify export rows.